Pandas Profiling Report

Dataset statistics

Number of variables	36
Number of observations	28322
Missing cells	135776
Missing cells (%)	13.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	29.7 MiB
Average record size in memory	1.1 KiB

Variable types

Categorical	18
Boolean	2
Unsupported	3
Numeric	13

Alerts

`id` has a high cardinality: 28322 distinct values	High cardinality
`n1` is highly correlated with `n2` and 3 other fields	High correlation
`n2` is highly correlated with `n1` and 3 other fields	High correlation
`n3` is highly correlated with `n7`	High correlation
`n7` is highly correlated with `n1` and 4 other fields	High correlation
`n8` is highly correlated with `n1` and 2 other fields	High correlation
`n10` is highly correlated with `n1` and 2 other fields	High correlation
`n1` is highly correlated with `n2` and 2 other fields	High correlation
`n2` is highly correlated with `n1` and 3 other fields	High correlation
`n3` is highly correlated with `n7` and 1 other fields	High correlation
`n7` is highly correlated with `n1` and 4 other fields	High correlation
`n8` is highly correlated with `n1` and 2 other fields	High correlation
`n10` is highly correlated with `n2` and 2 other fields	High correlation
`n1` is highly correlated with `n2`	High correlation
`n2` is highly correlated with `n1`	High correlation
`n7` is highly correlated with `n10`	High correlation
`n10` is highly correlated with `n7`	High correlation
`s70` is highly correlated with `s17`	High correlation
`s16` is highly correlated with `s69`	High correlation
`s71` is highly correlated with `s18`	High correlation
`s18` is highly correlated with `s71`	High correlation
`s69` is highly correlated with `s16`	High correlation
`s17` is highly correlated with `s70`	High correlation
`s11` is highly correlated with `s18` and 1 other fields	High correlation
`s16` is highly correlated with `s17` and 6 other fields	High correlation
`s17` is highly correlated with `s16` and 4 other fields	High correlation
`s18` is highly correlated with `s11` and 7 other fields	High correlation
`s52` is highly correlated with `s16` and 4 other fields	High correlation
`s69` is highly correlated with `s16` and 6 other fields	High correlation
`s70` is highly correlated with `s16` and 4 other fields	High correlation
`s71` is highly correlated with `s11` and 7 other fields	High correlation
`n1` is highly correlated with `n2` and 6 other fields	High correlation
`n2` is highly correlated with `n1` and 6 other fields	High correlation
`n3` is highly correlated with `n1` and 6 other fields	High correlation
`n5` is highly correlated with `n6`	High correlation
`n6` is highly correlated with `n1` and 6 other fields	High correlation
`n7` is highly correlated with `n1` and 6 other fields	High correlation
`n8` is highly correlated with `n1` and 5 other fields	High correlation
`n9` is highly correlated with `n1` and 4 other fields	High correlation
`n10` is highly correlated with `n1` and 6 other fields	High correlation
`label` is highly correlated with `s16` and 4 other fields	High correlation
`s54` has 25694 (90.7%) missing values	Missing
`s55` has 25116 (88.7%) missing values	Missing
`s56` has 28322 (100.0%) missing values	Missing
`s57` has 28322 (100.0%) missing values	Missing
`s59` has 28322 (100.0%) missing values	Missing
`id` is uniformly distributed	Uniform
`id` has unique values	Unique
`n14` has unique values	Unique
`s56` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`s57` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`s59` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`n15` has 4145 (14.6%) zeros	Zeros

Reproduction

Analysis started	2022-06-09 17:06:12.327293
Analysis finished	2022-06-09 17:06:36.108046
Duration	23.78 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

id
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	28322
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.3 MiB

b'gAAAAABinOicS09vrmgh0_JyEHihI13ptO0rCyHP7l76be71PWA2ReUc4HUQn16Fya1z8_VStNnFGaXJF262CgsuMPzOaknSeg=='	1
b'gAAAAABinOiekMHaC6-03yzvmLFVBfqljUIev5XFrbbJarEbo-mshNj5pWAXfTdmvEMQtb0WjtlboHt2rFBrCoipjAn9sOOZEg=='	1
b'gAAAAABinOiYtx-HpOZBYTtT-FndzIj6Nt2HTKu7UKAs-Dfxd8mxrvwxRNGE47Si_-kc5TiwVkTf59u94658aAU7gHD9-TGBMQ=='	1
b'gAAAAABinOia961WRLsDIRdEcGr5_RSKfmTjQ2ME5HBpIUtBdjJUeCTgVI6uzDIdnDRB58VBUvirHgdTdjgECltfpZ2XequVmA=='	1
b'gAAAAABinOibb7LcG8T4rQSnzf-b2GjK5D0F1ZLe6VMES-x90Pi5-Emk_dbp7xYXuepQpmVa_rhfEsemOUZUGn9_30mt-Vr8iQ=='	1
Other values (28317)	28317

Length

Max length	103
Median length	103
Mean length	103
Min length	103

Characters and Unicode

Total characters	2917166
Distinct characters	66
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28322 ?
Unique (%)	100.0%

Sample

1st row	b'gAAAAABinOicS09vrmgh0_JyEHihI13ptO0rCyHP7l76be71PWA2ReUc4HUQn16Fya1z8_VStNnFGaXJF262CgsuMPzOaknSeg=='
2nd row	b'gAAAAABinOiWGC1WhR6WYP0DA5ssGv9rIekrWUwCdJ8FvkVcSUl2AquMfWqtOqs3AQYGxS13wQv9Tx4GEkPEl5RnbchazqsZcw=='
3rd row	b'gAAAAABinOibTcOBFIVeA4nVF3FuFz_QX3ZlPPFc21gS9EYdw6Wo8Y5agbzfD6hhsaXZCBdrUQVPpZBXYsODc2PDjER2DX5QcA=='
4th row	b'gAAAAABinOig-g3-Q1ggjlMhfUSdn21Aj5yVVeVvXbisuGUmadvbBh5W28jivd2vgGUWVfHtMdC6vNLrDyFM5NgzILAOorgWGA=='
5th row	b'gAAAAABinOiXdoaNUzihOSbyY1tjWtd5EgMaXkkvH6SVbyppsCh4sW4X5QGqFrLNAcfMQ4NPHOLqbNUVKU-5xxvWCwb5tT91Pw=='

Common Values

Value	Count	Frequency (%)
b'gAAAAABinOicS09vrmgh0_JyEHihI13ptO0rCyHP7l76be71PWA2ReUc4HUQn16Fya1z8_VStNnFGaXJF262CgsuMPzOaknSeg=='	1	< 0.1%
b'gAAAAABinOiekMHaC6-03yzvmLFVBfqljUIev5XFrbbJarEbo-mshNj5pWAXfTdmvEMQtb0WjtlboHt2rFBrCoipjAn9sOOZEg=='	1	< 0.1%
b'gAAAAABinOiYtx-HpOZBYTtT-FndzIj6Nt2HTKu7UKAs-Dfxd8mxrvwxRNGE47Si_-kc5TiwVkTf59u94658aAU7gHD9-TGBMQ=='	1	< 0.1%
b'gAAAAABinOia961WRLsDIRdEcGr5_RSKfmTjQ2ME5HBpIUtBdjJUeCTgVI6uzDIdnDRB58VBUvirHgdTdjgECltfpZ2XequVmA=='	1	< 0.1%
b'gAAAAABinOibb7LcG8T4rQSnzf-b2GjK5D0F1ZLe6VMES-x90Pi5-Emk_dbp7xYXuepQpmVa_rhfEsemOUZUGn9_30mt-Vr8iQ=='	1	< 0.1%
b'gAAAAABinOibK_rkQizw2v7YY3szuGFOgZwrQMh0YPrLzI3o7dQCle4QK9ETVtfScASiIDtHwQHBd7x27Dgeea_UmaJoGpfm0A=='	1	< 0.1%
b'gAAAAABinOidsgNx-htIilWXrDZ-K1KBZ6KiOx7-KA1TasAjgz_Jy_gi8h0nZR-LrWUWFmVjR5IDSPro-mQRZIrySb3QZz9h_w=='	1	< 0.1%
b'gAAAAABinOiZKkM1JKiW0X9Z65ZZmaWuqgFhAmcYv2ho5NTz34exXuo3I9RC6foBf_LU4E3oxVW3YjTZjyuGY1OLM3lJemZNvA=='	1	< 0.1%
b'gAAAAABinOiWZF3p2zrzeyg5boURFiJZl-JpmflTqjHS0fEyrh0heA1UsZbF2x5BSXMR9kHj65sDK7kgiQtYCB-v8x0_R9fZ4Q=='	1	< 0.1%
b'gAAAAABinOifWDvv56Hrsliu-h56I5XJ2DDmNPHit6geidQjo-asG1fO_xwDiXJuLMqbHLze2DzoUEYUzhMcNV8a1VIHrpXr4w=='	1	< 0.1%
Other values (28312)	28312	> 99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
b'gaaaaabinoics09vrmgh0_jyehihi13pto0rcyhp7l76be71pwa2reuc4huqn16fya1z8_vstnnfgaxjf262cgsumpzoaknseg	1	< 0.1%
b'gaaaaabinoizfrale3zmaqhl1ux4ffui5lz9r-gkrk06cjdh_rkebne5j6ayf0un3gdpfgshwrn1xaiiniupizjnmkloolieaa	1	< 0.1%
b'gaaaaabinoiyfrgmhzu5slaayktwjbrhpnjcypvxqpnfcegg_-eygdg_9f43uyqqd9ok9mkzlmuyqmf9ly0pk0gozfdqzbfmia	1	< 0.1%
b'gaaaaabinoixqjg5rjpzshsaqrjhp8u_21fwetw89efnxr9ftb8fh3plyl5ev8psgkzrz0gybpckfs3ldv44cbp12ftatgrtfw	1	< 0.1%
b'gaaaaabinoic9rpk09lv7q2k7bmbzxst0zlua8sft7x0zu92omuyqexuohsyx-ubx1jlsbooyn9pptykg6nas-hibfvbnv3wow	1	< 0.1%
b'gaaaaabinoiwr-5mklxyj9hkimylh2xnhjeywiipt94iypkqenbqh9nezdgg27apxcq4nzhzsc8-sqrrxsggxemge3oslznzfw	1	< 0.1%
b'gaaaaabinoiwojfncdi_4ynxirygki_rpyp_4lrn0qudm6b6ug2xeumlslet6b3jsfms1yp3wschxf0lqlgpla_mdzsh2xgiuq	1	< 0.1%
b'gaaaaabinoieinoucnx-mhyzbo0_dldtmh1cb7opn_mncdiqiryjivxswhwugykxfd87triclgcsjjtzemml9anbpsyt9iusza	1	< 0.1%
b'gaaaaabinoid6obuufesrjiycahsi4zryczn53dwd9qqdri7wrujd5cxyhipvrzgbddy1fmivzvbtn4n4pbgojej2abjimfpqq	1	< 0.1%
b'gaaaaabinoizn9dh3ix0mez68xy7n84c4nbp_8trnlygwpztchz4idwdiwt9i3jrefbwmiq7biugodmgv2ludfkllvjrxq8qyq	1	< 0.1%
Other values (28312)	28312	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
A	186667	6.4%
i	94254	3.2%
g	74948	2.6%
b	68983	2.4%
B	66029	2.3%
n	65873	2.3%
O	65851	2.3%
'	56644	1.9%
=	56644	1.9%
w	44951	1.5%
Other values (56)	2136322	73.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1203370	41.3%
Lowercase Letter	1149556	39.4%
Decimal Number	375924	12.9%
Other Punctuation	56644	1.9%
Math Symbol	56644	1.9%
Connector Punctuation	37629	1.3%
Dash Punctuation	37399	1.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	186667	15.5%
B	66029	5.5%
O	65851	5.5%
Q	44665	3.7%
Z	40592	3.4%
X	40496	3.4%
Y	40458	3.4%
W	40079	3.3%
V	39027	3.2%
I	38064	3.2%
Other values (16)	601442	50.0%

Lowercase Letter

Value	Count	Frequency (%)
i	94254	8.2%
g	74948	6.5%
b	68983	6.0%
n	65873	5.7%
w	44951	3.9%
a	40259	3.5%
c	39894	3.5%
d	39858	3.5%
e	39439	3.4%
f	39317	3.4%
Other values (16)	601780	52.3%

Decimal Number

Value	Count	Frequency (%)
9	37882	10.1%
1	37832	10.1%
6	37773	10.0%
5	37678	10.0%
0	37580	10.0%
8	37571	10.0%
2	37566	10.0%
3	37493	10.0%
7	37433	10.0%
4	37116	9.9%

Other Punctuation

Value	Count	Frequency (%)
'	56644	100.0%

Math Symbol

Value	Count	Frequency (%)
=	56644	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	37629	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	37399	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2352926	80.7%
Common	564240	19.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	186667	7.9%
i	94254	4.0%
g	74948	3.2%
b	68983	2.9%
B	66029	2.8%
n	65873	2.8%
O	65851	2.8%
w	44951	1.9%
Q	44665	1.9%
Z	40592	1.7%
Other values (42)	1600113	68.0%

Common

Value	Count	Frequency (%)
'	56644	10.0%
=	56644	10.0%
9	37882	6.7%
1	37832	6.7%
6	37773	6.7%
5	37678	6.7%
_	37629	6.7%
0	37580	6.7%
8	37571	6.7%
2	37566	6.7%
Other values (4)	149441	26.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2917166	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	186667	6.4%
i	94254	3.2%
g	74948	2.6%
b	68983	2.4%
B	66029	2.3%
n	65873	2.3%
O	65851	2.3%
'	56644	1.9%
=	56644	1.9%
w	44951	1.5%
Other values (56)	2136322	73.2%

gender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

M	20396
F	7926

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28322
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	M
2nd row	M
3rd row	M
4th row	F
5th row	M

Common Values

Value	Count	Frequency (%)
M	20396	72.0%
F	7926	28.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
m	20396	72.0%
f	7926	28.0%

Most occurring characters

Value	Count	Frequency (%)
M	20396	72.0%
F	7926	28.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	28322	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	20396	72.0%
F	7926	28.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	28322	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	20396	72.0%
F	7926	28.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	20396	72.0%
F	7926	28.0%

s11
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.8 KiB

True	25112
False	3210

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	25112	88.7%
False	3210	11.3%

s12
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.8 KiB

True	24227
False	4095

Common Values
Category Frequency Plot

Value	Count	Frequency (%)
True	24227	85.5%
False	4095	14.5%

s13
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

1	27844
0	478

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28322
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	27844	98.3%
0	478	1.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	27844	98.3%
0	478	1.7%

Most occurring characters

Value	Count	Frequency (%)
1	27844	98.3%
0	478	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28322	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	27844	98.3%
0	478	1.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	28322	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	27844	98.3%
0	478	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	27844	98.3%
0	478	1.7%

s16
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

D	21028
B	6446
C	540
A	308

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28322
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	D
2nd row	D
3rd row	D
4th row	D
5th row	B

Common Values

Value	Count	Frequency (%)
D	21028	74.2%
B	6446	22.8%
C	540	1.9%
A	308	1.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
d	21028	74.2%
b	6446	22.8%
c	540	1.9%
a	308	1.1%

Most occurring characters

Value	Count	Frequency (%)
D	21028	74.2%
B	6446	22.8%
C	540	1.9%
A	308	1.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	28322	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
D	21028	74.2%
B	6446	22.8%
C	540	1.9%
A	308	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	28322	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
D	21028	74.2%
B	6446	22.8%
C	540	1.9%
A	308	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
D	21028	74.2%
B	6446	22.8%
C	540	1.9%
A	308	1.1%

s17
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

D	24013
B	2175
C	1985
A	149

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28322
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	D
2nd row	D
3rd row	D
4th row	D
5th row	D

Common Values

Value	Count	Frequency (%)
D	24013	84.8%
B	2175	7.7%
C	1985	7.0%
A	149	0.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
d	24013	84.8%
b	2175	7.7%
c	1985	7.0%
a	149	0.5%

Most occurring characters

Value	Count	Frequency (%)
D	24013	84.8%
B	2175	7.7%
C	1985	7.0%
A	149	0.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	28322	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
D	24013	84.8%
B	2175	7.7%
C	1985	7.0%
A	149	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	28322	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
D	24013	84.8%
B	2175	7.7%
C	1985	7.0%
A	149	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
D	24013	84.8%
B	2175	7.7%
C	1985	7.0%
A	149	0.5%

s18
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

B	25010
D	1612
C	1607
A	93

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28322
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	B
3rd row	B
4th row	B
5th row	D

Common Values

Value	Count	Frequency (%)
B	25010	88.3%
D	1612	5.7%
C	1607	5.7%
A	93	0.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
b	25010	88.3%
d	1612	5.7%
c	1607	5.7%
a	93	0.3%

Most occurring characters

Value	Count	Frequency (%)
B	25010	88.3%
D	1612	5.7%
C	1607	5.7%
A	93	0.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	28322	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
B	25010	88.3%
D	1612	5.7%
C	1607	5.7%
A	93	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	28322	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
B	25010	88.3%
D	1612	5.7%
C	1607	5.7%
A	93	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
B	25010	88.3%
D	1612	5.7%
C	1607	5.7%
A	93	0.3%

s48
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	16049
1	12273

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28322
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	16049	56.7%
1	12273	43.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	16049	56.7%
1	12273	43.3%

Most occurring characters

Value	Count	Frequency (%)
0	16049	56.7%
1	12273	43.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28322	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	16049	56.7%
1	12273	43.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	28322	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	16049	56.7%
1	12273	43.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	16049	56.7%
1	12273	43.3%

s52
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

1	20524
l	6508
0	1094
o	196

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28322
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	l

Common Values

Value	Count	Frequency (%)
1	20524	72.5%
l	6508	23.0%
0	1094	3.9%
o	196	0.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	20524	72.5%
l	6508	23.0%
0	1094	3.9%
o	196	0.7%

Most occurring characters

Value	Count	Frequency (%)
1	20524	72.5%
l	6508	23.0%
0	1094	3.9%
o	196	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21618	76.3%
Lowercase Letter	6704	23.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	20524	94.9%
0	1094	5.1%

Lowercase Letter

Value	Count	Frequency (%)
l	6508	97.1%
o	196	2.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	21618	76.3%
Latin	6704	23.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	20524	94.9%
0	1094	5.1%

Latin

Value	Count	Frequency (%)
l	6508	97.1%
o	196	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	20524	72.5%
l	6508	23.0%
0	1094	3.9%
o	196	0.7%

s53
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

	25752
	2570

Length

Max length	2
Median length	2
Mean length	1.909257821
Min length	1

Characters and Unicode

Total characters	54074
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	25752	90.9%
	2570	9.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
No values found.

Most occurring characters

Value	Count	Frequency (%)
	54074	100.0%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	54074	100.0%

Most frequent character per category

Space Separator

Value	Count	Frequency (%)
	54074	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	54074	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	54074	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	54074	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	54074	100.0%

s54
Categorical

MISSING

Distinct	9
Distinct (%)	0.3%
Missing	25694
Missing (%)	90.7%
Memory size	954.5 KiB

2b	316
b2	314
a2	314
22	310
ab	297
Other values (4)	1077

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	5256
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	b2
2nd row	aa
3rd row	b2
4th row	22
5th row	2a

Common Values

Value	Count	Frequency (%)
2b	316	1.1%
b2	314	1.1%
a2	314	1.1%
22	310	1.1%
ab	297	1.0%
2a	291	1.0%
ba	287	1.0%
bb	260	0.9%
aa	239	0.8%
(Missing)	25694	90.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
2b	316	12.0%
b2	314	11.9%
a2	314	11.9%
22	310	11.8%
ab	297	11.3%
2a	291	11.1%
ba	287	10.9%
bb	260	9.9%
aa	239	9.1%

Most occurring characters

Value	Count	Frequency (%)
2	1855	35.3%
b	1734	33.0%
a	1667	31.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3401	64.7%
Decimal Number	1855	35.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
b	1734	51.0%
a	1667	49.0%

Decimal Number

Value	Count	Frequency (%)
2	1855	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3401	64.7%
Common	1855	35.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
b	1734	51.0%
a	1667	49.0%

Common

Value	Count	Frequency (%)
2	1855	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5256	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	1855	35.3%
b	1734	33.0%
a	1667	31.7%

s55
Categorical

MISSING

Distinct	9
Distinct (%)	0.3%
Missing	25116
Missing (%)	88.7%
Memory size	969.7 KiB

2k	405
2K	400
k2	364
K2	359
22	345
Other values (4)	1333

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	6412
Distinct characters	3
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	kK
2nd row	kk
3rd row	2K
4th row	k2
5th row	KK

Common Values

Value	Count	Frequency (%)
2k	405	1.4%
2K	400	1.4%
k2	364	1.3%
K2	359	1.3%
22	345	1.2%
Kk	345	1.2%
KK	343	1.2%
kk	330	1.2%
kK	315	1.1%
(Missing)	25116	88.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
kk	1333	41.6%
2k	805	25.1%
k2	723	22.6%
22	345	10.8%

Most occurring characters

Value	Count	Frequency (%)
2	2218	34.6%
K	2105	32.8%
k	2089	32.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2218	34.6%
Uppercase Letter	2105	32.8%
Lowercase Letter	2089	32.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	2218	100.0%

Uppercase Letter

Value	Count	Frequency (%)
K	2105	100.0%

Lowercase Letter

Value	Count	Frequency (%)
k	2089	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4194	65.4%
Common	2218	34.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
K	2105	50.2%
k	2089	49.8%

Common

Value	Count	Frequency (%)
2	2218	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6412	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	2218	34.6%
K	2105	32.8%
k	2089	32.6%

s56
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	28322
Missing (%)	100.0%
Memory size	221.4 KiB

s57
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	28322
Missing (%)	100.0%
Memory size	221.4 KiB

s58
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

B	25760
A	2562

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28322
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	B
3rd row	B
4th row	B
5th row	B

Common Values

Value	Count	Frequency (%)
B	25760	91.0%
A	2562	9.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
b	25760	91.0%
a	2562	9.0%

Most occurring characters

Value	Count	Frequency (%)
B	25760	91.0%
A	2562	9.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	28322	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
B	25760	91.0%
A	2562	9.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	28322	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
B	25760	91.0%
A	2562	9.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
B	25760	91.0%
A	2562	9.0%

s59
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	28322
Missing (%)	100.0%
Memory size	221.4 KiB

s69
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

x	21028
~1	6446
C`	540
0	308

Length

Max length	2
Median length	1
Mean length	1.246663371
Min length	1

Characters and Unicode

Total characters	35308
Distinct characters	6
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	x
2nd row	x
3rd row	x
4th row	x
5th row	~1

Common Values

Value	Count	Frequency (%)
x	21028	74.2%
~1	6446	22.8%
C`	540	1.9%
0	308	1.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
x	21028	74.2%
1	6446	22.8%
c	540	1.9%
0	308	1.1%

Most occurring characters

Value	Count	Frequency (%)
x	21028	59.6%
~	6446	18.3%
1	6446	18.3%
C	540	1.5%
`	540	1.5%
0	308	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	21028	59.6%
Decimal Number	6754	19.1%
Math Symbol	6446	18.3%
Uppercase Letter	540	1.5%
Modifier Symbol	540	1.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	6446	95.4%
0	308	4.6%

Lowercase Letter

Value	Count	Frequency (%)
x	21028	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6446	100.0%

Uppercase Letter

Value	Count	Frequency (%)
C	540	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	540	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	21568	61.1%
Common	13740	38.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
~	6446	46.9%
1	6446	46.9%
`	540	3.9%
0	308	2.2%

Latin

Value	Count	Frequency (%)
x	21028	97.5%
C	540	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	35308	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
x	21028	59.6%
~	6446	18.3%
1	6446	18.3%
C	540	1.5%
`	540	1.5%
0	308	0.9%

s70
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

op: D	24013
op: B	2175
op: C	1985
op: A	149

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	141610
Distinct characters	8
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	op: D
2nd row	op: D
3rd row	op: D
4th row	op: D
5th row	op: D

Common Values

Value	Count	Frequency (%)
op: D	24013	84.8%
op: B	2175	7.7%
op: C	1985	7.0%
op: A	149	0.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
op	28322	50.0%
d	24013	42.4%
b	2175	3.8%
c	1985	3.5%
a	149	0.3%

Most occurring characters

Value	Count	Frequency (%)
o	28322	20.0%
p	28322	20.0%
:	28322	20.0%
	28322	20.0%
D	24013	17.0%
B	2175	1.5%
C	1985	1.4%
A	149	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	56644	40.0%
Other Punctuation	28322	20.0%
Space Separator	28322	20.0%
Uppercase Letter	28322	20.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
D	24013	84.8%
B	2175	7.7%
C	1985	7.0%
A	149	0.5%

Lowercase Letter

Value	Count	Frequency (%)
o	28322	50.0%
p	28322	50.0%

Other Punctuation

Value	Count	Frequency (%)
:	28322	100.0%

Space Separator

Value	Count	Frequency (%)
	28322	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	84966	60.0%
Common	56644	40.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	28322	33.3%
p	28322	33.3%
D	24013	28.3%
B	2175	2.6%
C	1985	2.3%
A	149	0.2%

Common

Value	Count	Frequency (%)
:	28322	50.0%
	28322	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	141610	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	28322	20.0%
p	28322	20.0%
:	28322	20.0%
	28322	20.0%
D	24013	17.0%
B	2175	1.5%
C	1985	1.4%
A	149	0.1%

s71
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

b	25010
d	1612
c	1607
a	93

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28322
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	b
2nd row	b
3rd row	b
4th row	b
5th row	d

Common Values

Value	Count	Frequency (%)
b	25010	88.3%
d	1612	5.7%
c	1607	5.7%
a	93	0.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
b	25010	88.3%
d	1612	5.7%
c	1607	5.7%
a	93	0.3%

Most occurring characters

Value	Count	Frequency (%)
b	25010	88.3%
d	1612	5.7%
c	1607	5.7%
a	93	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	28322	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
b	25010	88.3%
d	1612	5.7%
c	1607	5.7%
a	93	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	28322	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
b	25010	88.3%
d	1612	5.7%
c	1607	5.7%
a	93	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
b	25010	88.3%
d	1612	5.7%
c	1607	5.7%
a	93	0.3%

n1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	28321
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.20186346

Minimum	2.200735999
Maximum	20.88273283
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.4 KiB

Quantile statistics

Minimum	2.200735999
5-th percentile	4.037448273
Q1	6.59212672
median	9.535961455
Q3	14.43257994
95-th percentile	17.21951518
Maximum	20.88273283
Range	18.68199683
Interquartile range (IQR)	7.840453223

Descriptive statistics

Standard deviation	4.414660192
Coefficient of variation (CV)	0.4327307661
Kurtosis	-1.054333729
Mean	10.20186346
Median Absolute Deviation (MAD)	3.501307395
Skewness	0.2964904634
Sum	288937.177
Variance	19.48922461
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.943601695	2	< 0.1%
15.18125752	1	< 0.1%
12.43653808	1	< 0.1%
17.77895001	1	< 0.1%
6.446166329	1	< 0.1%
6.534649432	1	< 0.1%
7.214369686	1	< 0.1%
10.74853129	1	< 0.1%
7.038820986	1	< 0.1%
10.28549409	1	< 0.1%
Other values (28311)	28311	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.200735999	1	< 0.1%
2.207755619	1	< 0.1%
2.270870934	1	< 0.1%
2.354583842	1	< 0.1%
2.356244484	1	< 0.1%
2.370837411	1	< 0.1%
2.373041424	1	< 0.1%
2.376400812	1	< 0.1%
2.386127184	1	< 0.1%
2.39141311	1	< 0.1%

Value	Count	Frequency (%)
20.88273283	1	< 0.1%
20.87289476	1	< 0.1%
20.82801958	1	< 0.1%
20.81700562	1	< 0.1%
20.75031124	1	< 0.1%
20.71472553	1	< 0.1%
20.67429496	1	< 0.1%
20.66657745	1	< 0.1%
20.59988053	1	< 0.1%
20.58398753	1	< 0.1%

n2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	28320
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.60011114

Minimum	0.311726656
Maximum	3.137331325
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.4 KiB

Quantile statistics

Minimum	0.311726656
5-th percentile	0.7144087329
Q1	1.013540084
median	1.462197338
Q3	2.194510391
95-th percentile	2.712852717
Maximum	3.137331325
Range	2.825604669
Interquartile range (IQR)	1.180970307

Descriptive statistics

Standard deviation	0.6649847397
Coefficient of variation (CV)	0.4155865946
Kurtosis	-1.075884152
Mean	1.60011114
Median Absolute Deviation (MAD)	0.528475098
Skewness	0.3447461324
Sum	45318.3477
Variance	0.442204704
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5177537	2	< 0.1%
1.197313977	2	< 0.1%
2.772188262	1	< 0.1%
1.523549831	1	< 0.1%
2.461340678	1	< 0.1%
1.496325276	1	< 0.1%
1.555947632	1	< 0.1%
0.984266936	1	< 0.1%
1.403098816	1	< 0.1%
2.019339994	1	< 0.1%
Other values (28310)	28310	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.311726656	1	< 0.1%
0.35431393	1	< 0.1%
0.362399512	1	< 0.1%
0.364011396	1	< 0.1%
0.383783388	1	< 0.1%
0.3978373	1	< 0.1%
0.405559763	1	< 0.1%
0.406043614	1	< 0.1%
0.409072103	1	< 0.1%
0.40964457	1	< 0.1%

Value	Count	Frequency (%)
3.137331325	1	< 0.1%
3.133134569	1	< 0.1%
3.121360302	1	< 0.1%
3.111491869	1	< 0.1%
3.108012285	1	< 0.1%
3.107768203	1	< 0.1%
3.106390132	1	< 0.1%
3.104790057	1	< 0.1%
3.102678495	1	< 0.1%
3.100713897	1	< 0.1%

n3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.80509851

Minimum	0
Maximum	9
Zeros	103
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	221.4 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	5
Q3	6
95-th percentile	8
Maximum	9
Range	9
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.199281686
Coefficient of variation (CV)	0.457697523
Kurtosis	-1.210677144
Mean	4.80509851
Median Absolute Deviation (MAD)	2
Skewness	0.1801551798
Sum	136090
Variance	4.836839934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
3	9681	34.2%
6	6802	24.0%
7	3186	11.2%
8	2652	9.4%
2	2433	8.6%
4	1178	4.2%
9	1159	4.1%
1	733	2.6%
5	395	1.4%
0	103	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	103	0.4%
1	733	2.6%
2	2433	8.6%
3	9681	34.2%
4	1178	4.2%
5	395	1.4%
6	6802	24.0%
7	3186	11.2%
8	2652	9.4%
9	1159	4.1%

Value	Count	Frequency (%)
9	1159	4.1%
8	2652	9.4%
7	3186	11.2%
6	6802	24.0%
5	395	1.4%
4	1178	4.2%
3	9681	34.2%
2	2433	8.6%
1	733	2.6%
0	103	0.4%

n4
Real number (ℝ_≥0)

Distinct	28321
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.080537296

Minimum	1.700369869
Maximum	8.594620331
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.4 KiB

Quantile statistics

Minimum	1.700369869
5-th percentile	2.173201863
Q1	2.833161324
median	4.840320216
Q3	7.300738015
95-th percentile	8.143224544
Maximum	8.594620331
Range	6.894250462
Interquartile range (IQR)	4.467576692

Descriptive statistics

Standard deviation	2.27616185
Coefficient of variation (CV)	0.448015971
Kurtosis	-1.647180832
Mean	5.080537296
Median Absolute Deviation (MAD)	2.285804661
Skewness	0.05087975651
Sum	143890.9773
Variance	5.180912767
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.033573032	2	< 0.1%
2.318384682	1	< 0.1%
2.23468986	1	< 0.1%
2.815998993	1	< 0.1%
2.096556969	1	< 0.1%
5.86989945	1	< 0.1%
3.925036346	1	< 0.1%
2.195112934	1	< 0.1%
2.600800882	1	< 0.1%
6.26189621	1	< 0.1%
Other values (28311)	28311	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.700369869	1	< 0.1%
1.773764646	1	< 0.1%
1.776712637	1	< 0.1%
1.779436735	1	< 0.1%
1.785047025	1	< 0.1%
1.79721883	1	< 0.1%
1.802115956	1	< 0.1%
1.816875274	1	< 0.1%
1.822367162	1	< 0.1%
1.824995217	1	< 0.1%

Value	Count	Frequency (%)
8.594620331	1	< 0.1%
8.594404213	1	< 0.1%
8.557999678	1	< 0.1%
8.518292991	1	< 0.1%
8.471793989	1	< 0.1%
8.465470457	1	< 0.1%
8.463524797	1	< 0.1%
8.462768085	1	< 0.1%
8.458661745	1	< 0.1%
8.457918823	1	< 0.1%

n5
Real number (ℝ)

HIGH CORRELATION

Distinct	28290
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-32.64118301

Minimum	-33.16758925
Maximum	-32.28918013
Zeros	0
Zeros (%)	0.0%
Negative	28322
Negative (%)	100.0%
Memory size	221.4 KiB

Quantile statistics

Minimum	-33.16758925
5-th percentile	-33.04085147
Q1	-32.86220687
median	-32.57702572
Q3	-32.39673328
95-th percentile	-32.33130493
Maximum	-32.28918013
Range	0.87840912
Interquartile range (IQR)	0.4654735925

Descriptive statistics

Standard deviation	0.2414528137
Coefficient of variation (CV)	-0.007397183296
Kurtosis	-1.243059471
Mean	-32.64118301
Median Absolute Deviation (MAD)	0.19516971
Skewness	-0.3377380839
Sum	-924463.5852
Variance	0.05829946125
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-32.57572208	2	< 0.1%
-32.39333296	2	< 0.1%
-32.57672098	2	< 0.1%
-32.64387623	2	< 0.1%
-32.39475782	2	< 0.1%
-32.45217268	2	< 0.1%
-32.39505289	2	< 0.1%
-32.57528045	2	< 0.1%
-32.39630976	2	< 0.1%
-32.77243533	2	< 0.1%
Other values (28280)	28302	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-33.16758925	1	< 0.1%
-33.14725246	1	< 0.1%
-33.13969761	1	< 0.1%
-33.13604945	1	< 0.1%
-33.13593655	1	< 0.1%
-33.13559547	1	< 0.1%
-33.13106941	1	< 0.1%
-33.13086713	1	< 0.1%
-33.12872165	1	< 0.1%
-33.12846667	1	< 0.1%

Value	Count	Frequency (%)
-32.28918013	1	< 0.1%
-32.29118724	1	< 0.1%
-32.29175299	1	< 0.1%
-32.29298002	1	< 0.1%
-32.29333328	1	< 0.1%
-32.29393064	1	< 0.1%
-32.29398097	1	< 0.1%
-32.29478376	1	< 0.1%
-32.29537508	1	< 0.1%
-32.29648986	1	< 0.1%

n6
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	28299
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01501408672

Minimum	0.000584433
Maximum	0.029992285
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.4 KiB

Quantile statistics

Minimum	0.000584433
5-th percentile	0.0048245115
Q1	0.00919536825
median	0.0160534745
Q3	0.0187706375
95-th percentile	0.0265039274
Maximum	0.029992285
Range	0.029407852
Interquartile range (IQR)	0.00957526925

Descriptive statistics

Standard deviation	0.006550207866
Coefficient of variation (CV)	0.436270816
Kurtosis	-0.6052686955
Mean	0.01501408672
Median Absolute Deviation (MAD)	0.0044492705
Skewness	0.1092154238
Sum	425.2289642
Variance	4.290522309 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.029416796	2	< 0.1%
0.017310757	2	< 0.1%
0.017656963	2	< 0.1%
0.015601599	2	< 0.1%
0.018414495	2	< 0.1%
0.017380239	2	< 0.1%
0.014289757	2	< 0.1%
0.016857519	2	< 0.1%
0.015807283	2	< 0.1%
0.021367171	2	< 0.1%
Other values (28289)	28302	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.000584433	1	< 0.1%
0.000977029	1	< 0.1%
0.001018346	1	< 0.1%
0.001177145	1	< 0.1%
0.001202645	1	< 0.1%
0.001223977	1	< 0.1%
0.001252028	1	< 0.1%
0.001300981	1	< 0.1%
0.001401148	1	< 0.1%
0.001429913	1	< 0.1%

Value	Count	Frequency (%)
0.029992285	1	< 0.1%
0.029983386	1	< 0.1%
0.029980989	1	< 0.1%
0.029969751	1	< 0.1%
0.029960654	1	< 0.1%
0.029949419	1	< 0.1%
0.02994541	1	< 0.1%
0.029944374	1	< 0.1%
0.029934602	1	< 0.1%
0.029929806	1	< 0.1%

n7
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	28320
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-9.107428696

Minimum	-9.517985619
Maximum	-8.586582817
Zeros	0
Zeros (%)	0.0%
Negative	28322
Negative (%)	100.0%
Memory size	221.4 KiB

Quantile statistics

Minimum	-9.517985619
5-th percentile	-9.376176573
Q1	-9.258473125
median	-9.174557008
Q3	-8.964786304
95-th percentile	-8.719175763
Maximum	-8.586582817
Range	0.931402802
Interquartile range (IQR)	0.2936868217

Descriptive statistics

Standard deviation	0.2051999382
Coefficient of variation (CV)	-0.02253105076
Kurtosis	-0.6444591229
Mean	-9.107428696
Median Absolute Deviation (MAD)	0.114161137
Skewness	0.6458019739
Sum	-257940.5955
Variance	0.04210701465
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-9.050680672	2	< 0.1%
-9.144623141	2	< 0.1%
-9.126056186	1	< 0.1%
-9.30058986	1	< 0.1%
-9.272446895	1	< 0.1%
-9.172849488	1	< 0.1%
-9.171739744	1	< 0.1%
-9.259782368	1	< 0.1%
-9.237457249	1	< 0.1%
-9.379781461	1	< 0.1%
Other values (28310)	28310	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-9.517985619	1	< 0.1%
-9.496252604	1	< 0.1%
-9.495597496	1	< 0.1%
-9.489422598	1	< 0.1%
-9.487092421	1	< 0.1%
-9.486681953	1	< 0.1%
-9.485667079	1	< 0.1%
-9.48438262	1	< 0.1%
-9.484194199	1	< 0.1%
-9.483155572	1	< 0.1%

Value	Count	Frequency (%)
-8.586582817	1	< 0.1%
-8.589346144	1	< 0.1%
-8.591600012	1	< 0.1%
-8.592063409	1	< 0.1%
-8.596326205	1	< 0.1%
-8.598587546	1	< 0.1%
-8.599410328	1	< 0.1%
-8.599527221	1	< 0.1%
-8.600341815	1	< 0.1%
-8.601473612	1	< 0.1%

n8
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	28321
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.612427861

Minimum	1.178469391
Maximum	2.173592578
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.4 KiB

Quantile statistics

Minimum	1.178469391
5-th percentile	1.409594099
Q1	1.489923957
median	1.537262805
Q3	1.730249466
95-th percentile	1.943883254
Maximum	2.173592578
Range	0.995123187
Interquartile range (IQR)	0.2403255097

Descriptive statistics

Standard deviation	0.1735601295
Coefficient of variation (CV)	0.1076390043
Kurtosis	0.1832612698
Mean	1.612427861
Median Absolute Deviation (MAD)	0.0742525225
Skewness	0.9659096382
Sum	45667.18189
Variance	0.03012311854
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.472390555	2	< 0.1%
1.732291122	1	< 0.1%
1.762606182	1	< 0.1%
2.158777282	1	< 0.1%
1.535193291	1	< 0.1%
1.572963296	1	< 0.1%
1.496099706	1	< 0.1%
1.510492694	1	< 0.1%
1.697261634	1	< 0.1%
1.522021611	1	< 0.1%
Other values (28311)	28311	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.178469391	1	< 0.1%
1.186666973	1	< 0.1%
1.194381841	1	< 0.1%
1.199196011	1	< 0.1%
1.203632206	1	< 0.1%
1.207040256	1	< 0.1%
1.209100457	1	< 0.1%
1.218665007	1	< 0.1%
1.219643432	1	< 0.1%
1.229456736	1	< 0.1%

Value	Count	Frequency (%)
2.173592578	1	< 0.1%
2.173306949	1	< 0.1%
2.169912534	1	< 0.1%
2.165668276	1	< 0.1%
2.165043975	1	< 0.1%
2.164817555	1	< 0.1%
2.163958682	1	< 0.1%
2.163380088	1	< 0.1%
2.161491839	1	< 0.1%
2.160679342	1	< 0.1%

n9
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	28321
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.232643658

Minimum	2.508858399
Maximum	11.2148695
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.4 KiB

Quantile statistics

Minimum	2.508858399
5-th percentile	2.849423579
Q1	3.464229418
median	4.461769905
Q3	6.524341464
95-th percentile	9.3045669
Maximum	11.2148695
Range	8.706011101
Interquartile range (IQR)	3.060112047

Descriptive statistics

Standard deviation	2.179704833
Coefficient of variation (CV)	0.4165590045
Kurtosis	-0.3721391602
Mean	5.232643658
Median Absolute Deviation (MAD)	1.349988177
Skewness	0.8337301594
Sum	148198.9337
Variance	4.751113159
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.653427497	2	< 0.1%
3.698503654	1	< 0.1%
6.929350871	1	< 0.1%
3.885346353	1	< 0.1%
3.232266002	1	< 0.1%
4.476766445	1	< 0.1%
6.010679528	1	< 0.1%
7.119889871	1	< 0.1%
3.393997598	1	< 0.1%
2.969313006	1	< 0.1%
Other values (28311)	28311	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.508858399	1	< 0.1%
2.514573583	1	< 0.1%
2.517591176	1	< 0.1%
2.522845869	1	< 0.1%
2.523443956	1	< 0.1%
2.533548824	1	< 0.1%
2.544511218	1	< 0.1%
2.548127928	1	< 0.1%
2.552337858	1	< 0.1%
2.553702862	1	< 0.1%

Value	Count	Frequency (%)
11.2148695	1	< 0.1%
11.21337744	1	< 0.1%
11.18524487	1	< 0.1%
11.17197215	1	< 0.1%
11.16754128	1	< 0.1%
11.15187046	1	< 0.1%
11.13392718	1	< 0.1%
11.11999331	1	< 0.1%
11.11847148	1	< 0.1%
11.11679372	1	< 0.1%

n10
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	28319
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.115109134

Minimum	1.173464522
Maximum	12.02913485
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.4 KiB

Quantile statistics

Minimum	1.173464522
5-th percentile	3.514116912
Q1	4.414671027
median	5.31715361
Q3	7.027609907
95-th percentile	11.41504155
Maximum	12.02913485
Range	10.85567033
Interquartile range (IQR)	2.612938879

Descriptive statistics

Standard deviation	2.474137855
Coefficient of variation (CV)	0.4045942273
Kurtosis	0.03692827204
Mean	6.115109134
Median Absolute Deviation (MAD)	1.205993773
Skewness	1.073207442
Sum	173192.1209
Variance	6.121358126
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.106579383	2	< 0.1%
4.814524691	2	< 0.1%
11.4312552	2	< 0.1%
5.704186959	1	< 0.1%
4.709167374	1	< 0.1%
6.318804107	1	< 0.1%
6.233381098	1	< 0.1%
4.197873499	1	< 0.1%
5.426495615	1	< 0.1%
3.933334469	1	< 0.1%
Other values (28309)	28309	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.173464522	1	< 0.1%
1.314492624	1	< 0.1%
1.637845496	1	< 0.1%
1.789031887	1	< 0.1%
1.790087222	1	< 0.1%
1.871774004	1	< 0.1%
1.933188451	1	< 0.1%
1.940149778	1	< 0.1%
1.944434765	1	< 0.1%
1.952649649	1	< 0.1%

Value	Count	Frequency (%)
12.02913485	1	< 0.1%
12.01529049	1	< 0.1%
12.00808204	1	< 0.1%
11.99782475	1	< 0.1%
11.9741829	1	< 0.1%
11.9618639	1	< 0.1%
11.95759046	1	< 0.1%
11.95339459	1	< 0.1%
11.94283748	1	< 0.1%
11.93844142	1	< 0.1%

n11
Real number (ℝ_≥0)

Distinct	28321
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.699553124

Minimum	1.500005729
Maximum	1.899994972
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.4 KiB

Quantile statistics

Minimum	1.500005729
5-th percentile	1.520851093
Q1	1.600055738
median	1.698556364
Q3	1.799238116
95-th percentile	1.879907181
Maximum	1.899994972
Range	0.399989243
Interquartile range (IQR)	0.1991823782

Descriptive statistics

Standard deviation	0.1151495872
Coefficient of variation (CV)	0.06775286133
Kurtosis	-1.196234084
Mean	1.699553124
Median Absolute Deviation (MAD)	0.0996051905
Skewness	0.01257619157
Sum	48134.74359
Variance	0.01325942742
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.549196718	2	< 0.1%
1.544484123	1	< 0.1%
1.797978734	1	< 0.1%
1.825730116	1	< 0.1%
1.870762173	1	< 0.1%
1.756532559	1	< 0.1%
1.836698594	1	< 0.1%
1.677619374	1	< 0.1%
1.891250311	1	< 0.1%
1.709038228	1	< 0.1%
Other values (28311)	28311	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.500005729	1	< 0.1%
1.500024454	1	< 0.1%
1.500039074	1	< 0.1%
1.500056175	1	< 0.1%
1.500076618	1	< 0.1%
1.500085423	1	< 0.1%
1.500095671	1	< 0.1%
1.50013768	1	< 0.1%
1.500154369	1	< 0.1%
1.500161033	1	< 0.1%

Value	Count	Frequency (%)
1.899994972	1	< 0.1%
1.899942495	1	< 0.1%
1.89993094	1	< 0.1%
1.899915889	1	< 0.1%
1.899896775	1	< 0.1%
1.899851451	1	< 0.1%
1.899847923	1	< 0.1%
1.899821903	1	< 0.1%
1.899800657	1	< 0.1%
1.899794505	1	< 0.1%

n12
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	28039
1	283

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28322
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	28039	99.0%
1	283	1.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	28039	99.0%
1	283	1.0%

Most occurring characters

Value	Count	Frequency (%)
0	28039	99.0%
1	283	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28322	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	28039	99.0%
1	283	1.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	28322	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	28039	99.0%
1	283	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	28039	99.0%
1	283	1.0%

n13
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	25787
1	2535

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28322
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	25787	91.0%
1	2535	9.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	25787	91.0%
1	2535	9.0%

Most occurring characters

Value	Count	Frequency (%)
0	25787	91.0%
1	2535	9.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28322	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	25787	91.0%
1	2535	9.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	28322	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	25787	91.0%
1	2535	9.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	25787	91.0%
1	2535	9.0%

n14
Real number (ℝ_≥0)

UNIQUE

Distinct	28322
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4975703454

Minimum	0.000100503
Maximum	0.999989791
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.4 KiB

Quantile statistics

Minimum	0.000100503
5-th percentile	0.0472238109
Q1	0.2478005075
median	0.4952553005
Q3	0.7487860457
95-th percentile	0.9474366258
Maximum	0.999989791
Range	0.999889288
Interquartile range (IQR)	0.5009855382

Descriptive statistics

Standard deviation	0.2892071908
Coefficient of variation (CV)	0.5812388007
Kurtosis	-1.199940213
Mean	0.4975703454
Median Absolute Deviation (MAD)	0.250563065
Skewness	0.007063246395
Sum	14092.18732
Variance	0.08364079923
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.631220343	1	< 0.1%
0.522364213	1	< 0.1%
0.33889319	1	< 0.1%
0.792103405	1	< 0.1%
0.459361031	1	< 0.1%
0.111328722	1	< 0.1%
0.067603124	1	< 0.1%
0.52162727	1	< 0.1%
0.626695967	1	< 0.1%
0.201405785	1	< 0.1%
Other values (28312)	28312	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.000100503	1	< 0.1%
0.000103982	1	< 0.1%
0.000146079	1	< 0.1%
0.000184839	1	< 0.1%
0.00020143	1	< 0.1%
0.000208369	1	< 0.1%
0.000254921	1	< 0.1%
0.000294361	1	< 0.1%
0.000301048	1	< 0.1%
0.000372549	1	< 0.1%

Value	Count	Frequency (%)
0.999989791	1	< 0.1%
0.999959972	1	< 0.1%
0.999945166	1	< 0.1%
0.999879496	1	< 0.1%
0.999864423	1	< 0.1%
0.999827109	1	< 0.1%
0.999736815	1	< 0.1%
0.999718941	1	< 0.1%
0.999693773	1	< 0.1%
0.99968562	1	< 0.1%

n15
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.997740273

Minimum	0
Maximum	6
Zeros	4145
Zeros (%)	14.6%
Negative	0
Negative (%)	0.0%
Memory size	221.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	5
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.007611091
Coefficient of variation (CV)	0.6697081495
Kurtosis	-1.258469508
Mean	2.997740273
Median Absolute Deviation (MAD)	2
Skewness	-0.004129074857
Sum	84902
Variance	4.030502291
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	4145	14.6%
5	4100	14.5%
6	4049	14.3%
4	4021	14.2%
2	4013	14.2%
3	4002	14.1%
1	3992	14.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4145	14.6%
1	3992	14.1%
2	4013	14.2%
3	4002	14.1%
4	4021	14.2%
5	4100	14.5%
6	4049	14.3%

Value	Count	Frequency (%)
6	4049	14.3%
5	4100	14.5%
4	4021	14.2%
3	4002	14.1%
2	4013	14.2%
1	3992	14.1%
0	4145	14.6%

label
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	23562
1	4760

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28322
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	23562	83.2%
1	4760	16.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	23562	83.2%
1	4760	16.8%

Most occurring characters

Value	Count	Frequency (%)
0	23562	83.2%
1	4760	16.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28322	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23562	83.2%
1	4760	16.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	28322	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	23562	83.2%
1	4760	16.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	23562	83.2%
1	4760	16.8%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	id	gender	s11	s12	s13	s16	s17	s18	s48	s52	s54	s55	s56	s57	s58	s59	s69	s70	s71	n1	n2	n3	n4	n5	n6	n7	n8	n9	n10	n11	n13	n14	n15	label
0	b'gAAAAABinOicS09vrmgh0_JyEHihI13ptO0rCyHP7l76be71PWA2ReUc4HUQn16Fya1z8_VStNnFGaXJF262CgsuMPzOaknSeg=='	M	Y	N	1	D	D	B	0	1	NaN	kK	NaN	NaN	B	NaN	x	op: D	b	16.144666	1.989441	2	2.318385	-32.839277	0.017176	-9.126056	1.732291	3.698504	4.804517	1.544484	0	0.631220	5	0
1	b'gAAAAABinOiWGC1WhR6WYP0DA5ssGv9rIekrWUwCdJ8FvkVcSUl2AquMfWqtOqs3AQYGxS13wQv9Tx4GEkPEl5RnbchazqsZcw=='	M	Y	Y	1	D	D	B	1	1	NaN	NaN	NaN	NaN	B	NaN	x	op: D	b	7.144558	0.844866	3	6.197768	-32.576597	0.013857	-9.098287	1.505885	6.791357	6.110416	1.712354	0	0.392746	3	1
2	b'gAAAAABinOibTcOBFIVeA4nVF3FuFz_QX3ZlPPFc21gS9EYdw6Wo8Y5agbzfD6hhsaXZCBdrUQVPpZBXYsODc2PDjER2DX5QcA=='	M	Y	Y	1	D	D	B	0	1	NaN	NaN	NaN	NaN	B	NaN	x	op: D	b	6.923236	1.042018	6	7.824401	-32.510544	0.013943	-9.234894	1.503828	4.109685	3.953226	1.804260	0	0.222537	2	0
3	b'gAAAAABinOig-g3-Q1ggjlMhfUSdn21Aj5yVVeVvXbisuGUmadvbBh5W28jivd2vgGUWVfHtMdC6vNLrDyFM5NgzILAOorgWGA=='	F	Y	Y	1	D	D	B	0	1	NaN	NaN	NaN	NaN	B	NaN	x	op: D	b	5.749840	0.781439	2	8.256767	-32.398679	0.010387	-9.378025	1.485863	7.265876	4.559419	1.537645	0	0.154409	4	0
4	b'gAAAAABinOiXdoaNUzihOSbyY1tjWtd5EgMaXkkvH6SVbyppsCh4sW4X5QGqFrLNAcfMQ4NPHOLqbNUVKU-5xxvWCwb5tT91Pw=='	M	N	Y	1	B	D	D	1	l	NaN	NaN	NaN	NaN	B	NaN	~1	op: D	d	14.771959	1.248188	3	2.300011	-32.396746	0.016289	-9.261962	1.619210	3.737647	4.052003	1.637831	1	0.737560	1	0
5	b'gAAAAABinOiWbgAxe8Uy9tboiJGZEYK7zcGy6fv8_5Ao4nwN9iCZx70at4UsfDvb3X4JL1Om9_sgAPBUiuuize3v7CwcsFm6Bw=='	M	Y	Y	1	D	C	B	1	1	NaN	NaN	NaN	NaN	B	NaN	x	op: C	b	11.533397	2.062749	9	2.732090	-32.865595	0.008230	-8.885964	1.845862	10.660651	11.704121	1.568647	0	0.687640	6	0
6	b'gAAAAABinOiYFRgmHZu5sLaAYKtwJbRhPnjCYPVxQPNfCegG_-eyGDg_9F43uYQqD9Ok9MKZlmuyQmf9LY0pk0GOZFDqZbFMIA=='	M	Y	Y	1	B	D	B	1	l	NaN	NaN	NaN	NaN	B	NaN	~1	op: D	b	16.804580	2.671386	9	7.378877	-32.577193	0.007366	-8.818020	1.535369	8.155031	11.555441	1.543350	0	0.983840	5	1
7	b'gAAAAABinOiXQjg5rjPZsHSAQrJhP8u_21fwETW89EFNxR9FtB8Fh3PlYL5EV8PSGKzRZ0gyBPCkfS3ldV44cbP12fTatgRTFw=='	M	Y	Y	1	B	C	B	0	l	NaN	NaN	NaN	NaN	A	NaN	~1	op: C	b	12.496399	2.437981	3	7.066580	-32.312062	0.022486	-9.249317	1.811164	2.822841	6.590523	1.694829	0	0.777798	0	0
8	b'gAAAAABinOic9rpK09lv7Q2k7bMbzXsT0ZluA8SfT7x0Zu92oMUyQExuOhSYx-UBx1JLSBOOyN9PptyKg6nAs-HIBfVBNV3wOw=='	F	Y	Y	1	D	D	B	0	1	NaN	NaN	NaN	NaN	B	NaN	x	op: D	b	17.623142	2.284035	6	8.069883	-32.359032	0.013593	-9.042350	1.510002	10.661686	11.276986	1.779480	0	0.557019	0	0
9	b'gAAAAABinOiWr-5MKlXYJ9hkIMYLh2XNHJeYWIIpt94IyPKqeNbqH9nEZdgg27APXCQ4Nzhzsc8-SqrrXSgGXEMGE3oSLzNZFw=='	M	Y	N	1	D	D	B	0	1	NaN	kk	NaN	NaN	B	NaN	x	op: D	b	4.387913	0.837727	6	8.326920	-32.641060	0.012796	-9.326015	1.383908	2.671842	3.940305	1.716165	0	0.212874	1	0

Last rows

	id	gender	s11	s12	s13	s16	s17	s18	s48	s52	s54	s55	s56	s57	s58	s59	s69	s70	s71	n1	n2	n3	n4	n5	n6	n7	n8	n9	n10	n11	n13	n14	n15
28312	b'gAAAAABinOib9O75U8Fre-jO7DnE6yD3zwNC28rcUkPjiPkbjZa3kDgiHj9yaPl8ljB4AsdT8S9RUln8ZdTGdDY0R7tr446qtQ=='	F	Y	N	1	D	D	B	0	1	NaN	NaN	NaN	NaN	B	NaN	x	op: D	b	11.433046	1.845350	6	2.356155	-32.880225	0.016488	-8.761776	1.572298	7.985925	3.273696	1.630268	0	0.540413	1
28313	b'gAAAAABinOiYUZloPMZq3zhTO8zFmQI0t4iyqTifomfpGwaMUBkvsF8H1TAd2FLWnD1M3hRlf4WSyBORaU3B9n14yKF2iHMRew=='	F	Y	Y	1	D	D	B	0	1	NaN	NaN	NaN	NaN	B	NaN	x	op: D	b	13.492534	1.719866	7	7.920856	-32.877583	0.017864	-8.827175	1.711009	3.417293	8.080616	1.838601	0	0.145706	6
28314	b'gAAAAABinOifX_J1mYS40skP9qGYS-83hAzc7-ySPYp-pVS7JZDqir4g_-pv_H8w_9j1GeZkVvVGJz4sdhZP2BTQXbHAPyrUiw=='	M	Y	Y	1	D	D	B	0	1	NaN	NaN	NaN	NaN	A	NaN	x	op: D	b	11.347894	1.812481	3	3.869758	-32.967914	0.019673	-9.026830	1.516184	5.659847	4.729216	1.587849	0	0.942301	1
28315	b'gAAAAABinOib4xjKX0bEvicZ7B2DV5826EWDGMRZHgLpC7cpQs8JI2Fd9uvRv0kmV4YML2QvJ1K8Hd0fqZ16tMw4E6WJE2k48Q=='	M	Y	Y	1	D	D	B	0	1	NaN	NaN	NaN	NaN	B	NaN	x	op: D	b	16.110661	2.459900	8	8.008481	-33.064535	0.007564	-8.681313	1.804592	9.183880	11.659464	1.605332	0	0.359127	5
28316	b'gAAAAABinOib1tpwtda0l7kZyxpta3GVunCLgA7qVfcn2Yheq6Y_PDTw_rwX6DtD_h7zbN5uSMi_iMEjkgVg2ntixlArnarZgQ=='	F	Y	N	1	D	D	B	1	1	b2	NaN	NaN	NaN	B	NaN	x	op: D	b	11.149699	1.578276	8	4.141254	-32.576965	0.006357	-8.900328	1.923674	5.608561	11.013365	1.703918	0	0.245611	0
28317	b'gAAAAABinOiX2ss5U2ZT5zFd8zf7HcBDWPvbivNz5wAy6zrd3qi2I3cE2DHE2japRI_8efkRXs2QiAWxsET85tn6ifcWYCjfdA=='	M	Y	Y	1	D	D	B	0	1	NaN	NaN	NaN	NaN	B	NaN	x	op: D	b	16.375618	2.480253	7	4.693939	-33.086259	0.007216	-8.651173	1.877460	3.637551	11.404942	1.862441	0	0.019793	5
28318	b'gAAAAABinOiabmEADrCTZQktCKiahJkR_0kDa_8WOlosGAhSSgdWVQbeXARaW2ihBenmE0O2985LU-QzxLdzozoV1RmYesxlBQ=='	M	Y	Y	1	D	D	B	0	1	NaN	2K	NaN	NaN	B	NaN	x	op: D	b	14.746677	2.035971	6	7.939976	-32.775474	0.013369	-8.833046	1.559138	4.247487	5.530054	1.671527	0	0.371074	2
28319	b'gAAAAABinOicscC37w1W9uiIlYL1U5D_mUtmgdUg8QTlgTDiCQj0N8l5xVuD5tTmGrYgogJLq-v9Z6fCyGeAng__ulkRJQi-Xg=='	F	Y	Y	1	D	D	B	0	1	NaN	NaN	NaN	NaN	B	NaN	x	op: D	b	13.429797	1.800562	3	7.763386	-32.575975	0.017782	-9.233722	1.455911	2.900249	6.058681	1.627479	1	0.826587	1
28320	b'gAAAAABinOib-JZ8iQDxjSRsa1dPT1TqeSQ_si4mAw5fX_kDmvIAkIofJCd_35viYIE5AhMTE-MYsS5yYkiD_9J6ewDjL1cYuQ=='	M	Y	Y	1	B	C	B	1	1	NaN	NaN	NaN	NaN	B	NaN	~1	op: C	b	16.094622	2.438280	8	6.942766	-32.577563	0.007324	-8.748941	2.074394	10.673259	11.387646	1.560391	0	0.103523	5
28321	b'gAAAAABinOiZ3mCQAtoJFXj-Ymjhi9FbbZ_Ypi5gDoAEYe1Cx66GhkhZ5UIJNLcPlgrRyfpabvIwD5ok1GxipWfkujjwXyMMBw=='	M	Y	Y	1	D	D	B	1	l	NaN	NaN	NaN	NaN	B	NaN	x	op: D	b	7.058107	1.023172	3	5.942025	-32.848897	0.015928	-9.280950	1.490478	3.569598	4.584967	1.777995	1	0.435079	5

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Math Symbol

Connector Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter